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Deterministic supervisory control for AI and autonomous systems

A paradigm shift.
In every sector.

Regulator AI Global turns AI from something you hope behaves into something you can prove behaves. One foundational architecture, already filed, carried into every sector where a machine's decision carries consequence.

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Sectors

One estate at the center.
Twelve sectors around it.

The same deterministic controls carry from a defense program to a sportsbook to a software repository. That reach is the point: the intellectual property is foundational, so it applies wherever AI has to act with authority. Select any sector.

Select a sector
Technology

Supervisory control, enforced before anything executes.

Underneath every sector is one governance architecture. It keeps human supervisory control at the protocol level, across different AI systems, integration boundaries and regulated environments.

i

The Flight Recorder

No AI action or governance decision moves forward until it is written to a tamper-proof, write-once record, replayable for regulators, insurers and diligence teams.

ii

The Mistake Detector

Characteristic failure patterns, including hallucination, are caught in real time, so a process can be halted before a small error becomes a catastrophic one.

iii

Human-in-the-Loop, done right

Human oversight capacity is monitored in real time. If the approval queue grows too long, risky processes are throttled or halted before they compound.

In Moonshot the architecture is named formally: the AI Blue Box, the authority boundary between what an AI can understand and what it may act on, and the Capability Airlock, which routes work that demands exactness through independent verification.
The patent estate

The estate is filed.
The sectors are built on it.

Zach Akins and Bruce Perens, co-founder of the Open Source Initiative and author of the Open Source Definition, continue to expand the portfolio. Recent filings include the architectures behind ProveLang and ProveSW, and the three IP origination systems.

51
Provisional patent applications

Filed March 6 – October 18, 2026, and assigned to Regulator AI Global, Inc. Patents pending.

REG-AI-0051Third Door: Time-Versioned Discovery, Synthesis, and Causal Qualification of Newly Feasible Technical CapabilitiesOCT 18, 2026
REG-AI-0043Idea River: Governed Human Machine Collective ReasoningOCT 15, 2026
REG-AI-0050California GoldOCT 10, 2026
REG-AI-0045Deterministic Spatial Authority Resolution for Layered Geolocated Digital DomainsSEP 27, 2026
REG-AI-0046Deterministic Orbital Conjunction Authority, Maneuver Coordination, and Decision ProvenanceSEP 27, 2026
REG-AI-0048Stanley's Rubric: Multi-Layer Supervisory AssuranceThe architecture underlying ProveSW.SEP 18, 2026
REG-AI-0049Valerie's Cure: Semantic Closure VerificationThe architecture underlying ProveLang.SEP 18, 2026
Mar – Oct 2026
51 provisional filings

Priority established across the full governance stack.

Nov 2026
ProveLang & ProveSW

The first two products reach customers.

Mar 6, 2027
Non-provisional consolidation

Coordinated non-provisional and international protection.

Dec 2, 2027
EU AI Act Article 14

Human oversight requirements for high-risk systems take effect.

Regulator AI Global · White paper

Moonshot

Don Quixote's Windmills — Building Second-Generation AI for the Bounded Enterprise
Zachary Michael Akins · Bruce Perens
Regulator AI Global, Inc. · 11 pages
The paper

Moonshot, by Zach Akins and Bruce Perens.

The paper introduces AI Blue Box and Capability Airlock, the two architectures that separate what an AI system can understand from what it may act on, and route work that demands exactness through independent verification.

It walks through three real-world failure patterns, what they cost in insurance, valuation and M&A diligence, and a five-step path to deploying governed AI inside an existing enterprise.

Download Moonshot (PDF)
Leadership

Built by systems thinkers.

Founded by inventor and systems architect Zachary Michael Akins, with Bruce Perens as Strategic Technology Advisor and Foley & Lardner LLP as legal counsel.

Zachary Michael Akins, Founder and CEO; Legal Counsel, Foley & Lardner LLP; Bruce Perens, Strategic Technology Advisor
Founder & CEO

Zachary Michael Akins

Founder · Inventor · Systems Architect

Zach studied chemistry and computer science before earning a B.S. in Business Administration, Finance, from Creighton University: an unusual pairing of technical and financial training that shows up in how he builds, rigorous about mechanism and literal about risk.

His career spans financial services, real estate, and large-scale asset management, including a role as a senior asset manager working with the FDIC, inside the machinery built to contain institutional failure before it spreads. Systems thinking has been the consistent thread ever since, and it runs through the architecture behind Regulator AI Global's patent portfolio.

Strategic Technology Advisor

Bruce Perens

Co-Founder, Open Source Initiative · Author, Open Source Definition

Bruce Perens is one of the most consequential figures in the history of software governance. He co-founded the Open Source Initiative and authored the Open Source Definition, creating the framework and community standards that still govern Open Source today.

Bruce is co-inventor with Zach Akins on nine of the portfolio's filings, including the architectures behind ProveLang, ProveSW, California Gold, Idea River, and Third Door, and co-authored Moonshot with him.

Contact

Bring us the mission problem.

We speak with licensees, strategic partners, defense and government programs, enterprises and executive talent. No NDA is needed to start the conversation.

Institutional investors receive our non-disclosure agreement and full evaluation package before technical and financial materials are shared.

To try the products directly, visit provelang.com or provesw.com.

Unsolicited vendor outreach and non-qualified inquiries will not receive a response.

Submission does not constitute an offer or obligation. All communications are held in confidence.

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